Awesome Segmentation

Key papers

• Dual Attention Network For Scene Segmentation (2018)
  Jun Fu, Jing Liu, Haijie Tian, et al.
  34.87
• Pyramid Vision Transformer: A Versatile Backbone For Dense Prediction Without Convolutions (2021)
  Wenhai Wang, Enze Xie, Xiang Li, et al.
  33.76
• Vision Transformers For Dense Prediction (2021)
  René Ranftl, Alexey Bochkovskiy, Vladlen Koltun
  31.27
• Pointrend: Image Segmentation As Rendering (2019)
  Alexander Kirillov, Yuxin Wu, Kaiming He, et al.
  31.23
• Unified Perceptual Parsing For Scene Understanding (2018)
  Tete Xiao, Yingcheng Liu, Bolei Zhou, et al.
  29.22
• Real-time Scene Text Detection With Differentiable Binarization (2019)
  Minghui Liao, Zhaoyi Wan, Cong Yao, et al.
  28.03
• Res2net: A New Multi-scale Backbone Architecture (2019)
  Shang-Hua Gao, Ming-Ming Cheng, Kai Zhao, et al.
  25.82
• Masked-attention Mask Transformer For Universal Image Segmentation (2021)
  Bowen Cheng, Ishan Misra, Alexander G. Schwing, et al.
  25.69
• Prior Guided Feature Enrichment Network For Few-shot Segmentation (2020)
  Zhuotao Tian, Hengshuang Zhao, Michelle Shu, et al.
  25.54
• Involution: Inverting The Inherence Of Convolution For Visual Recognition (2021)
  Duo Li, Jie Hu, Changhu Wang, et al.
  25.47
• Ccnet: Criss-cross Attention For Semantic Segmentation (2018)
  Zilong Huang, Xinggang Wang, Yunchao Wei, et al.
  25.44
• SCAN: Learning To Classify Images Without Labels (2020)
  Wouter van Gansbeke, Simon Vandenhende, Stamatios Georgoulis, et al.
  25.15
• Rethinking RGB-D Salient Object Detection: Models, Data Sets, And Large-scale Benchmarks (2019)
  Deng-Ping Fan, Zheng Lin, Jia-Xing Zhao, et al.
  24.88
• Upsnet: A Unified Panoptic Segmentation Network (2019)
  Yuwen Xiong, Renjie Liao, Hengshuang Zhao, et al.
  24.62
• Structure-measure: A New Way To Evaluate Foreground Maps (2017)
  Deng-Ping Fan, Ming-Ming Cheng, Yun Liu, et al.
  24.07
• Acnet: Attention Based Network To Exploit Complementary Features For RGBD Semantic Segmentation (2019)
  Xinxin Hu, Kailun Yang, Lei Fei, et al.
  23.95
• Semantic Understanding Of Scenes Through The ADE20K Dataset (2016)
  Bolei Zhou, Hang Zhao, Xavier Puig, et al.
  23.48
• Fine-grained Visual Classification Via Progressive Multi-granularity Training Of Jigsaw Patches (2020)
  Ruoyi Du, Dongliang Chang, Ayan Kumar Bhunia, et al.
  23.39
• Panoptic Feature Pyramid Networks (2019)
  Alexander Kirillov, Ross Girshick, Kaiming He, et al.
  22.98
• Bottleneck Transformers For Visual Recognition (2021)
  Aravind Srinivas, Tsung-Yi Lin, Niki Parmar, et al.
  22.72
• Weakly-supervised Salient Object Detection Via Scribble Annotations (2020)
  Jing Zhang, Xin Yu, Aixuan Li, et al.
  22.59
• Multi-scale Vision Longformer: A New Vision Transformer For High-resolution Image Encoding (2021)
  Pengchuan Zhang, Xiyang Dai, Jianwei Yang, et al.
  22.55
• Egnet:edge Guidance Network For Salient Object Detection (2019)
  Jia-Xing Zhao, Jiangjiang Liu, Den-Ping Fan, et al.
  22.41
• Simple Copy-paste Is A Strong Data Augmentation Method For Instance Segmentation (2020)
  Golnaz Ghiasi, Yin Cui, Aravind Srinivas, et al.
  22.19
• Mask Textspotter V3: Segmentation Proposal Network For Robust Scene Text Spotting (2020)
  Minghui Liao, Guan Pang, Jing Huang, et al.
  22.16
• Distribution Alignment: A Unified Framework For Long-tail Visual Recognition (2021)
  Songyang Zhang, Zeming Li, Shipeng Yan, et al.
  22.08
• Detectors: Detecting Objects With Recursive Feature Pyramid And Switchable Atrous Convolution (2020)
  Siyuan Qiao, Liang-Chieh Chen, Alan Yuille
  22.04
• Collaborative Video Object Segmentation By Foreground-background Integration (2020)
  Zongxin Yang, Yunchao Wei, Yi Yang
  22.02
• Ranet: Ranking Attention Network For Fast Video Object Segmentation (2019)
  Ziqin Wang, Jun Xu, Li Liu, et al.
  21.97
• Hierarchical Dynamic Filtering Network For RGB-D Salient Object Detection (2020)
  Youwei Pang, Lihe Zhang, Xiaoqi Zhao, et al.
  21.50
• Cross-x Learning For Fine-grained Visual Categorization (2019)
  Wei Luo, Xitong Yang, Xianjie Mo, et al.
  21.36
• EDN: Salient Object Detection Via Extremely-downsampled Network (2020)
  Yu-Huan Wu, Yun Liu, Le Zhang, et al.
  21.36
• Anabranch Network For Camouflaged Object Segmentation (2021)
  Trung-Nghia Le, Tam V. Nguyen, Zhongliang Nie, et al.
  21.04
• Cars Can't Fly Up In The Sky: Improving Urban-scene Segmentation Via Height-driven Attention Networks (2020)
  Sungha Choi, Joanne T. Kim, Jaegul Choo
  20.96
• Multi-interactive Dual-decoder For Rgb-thermal Salient Object Detection (2020)
  Zhengzheng Tu, Zhun Li, Chenglong Li, et al.
  20.82
• Augmentation For Small Object Detection (2019)
  Mate Kisantal, Zbigniew Wojna, Jakub Murawski, et al.
  20.78
• Video Object Segmentation Using Space-time Memory Networks (2019)
  Seoung Wug Oh, Joon-Young Lee, Ning Xu, et al.
  20.78
• Bilateral Reference For High-resolution Dichotomous Image Segmentation (2024)
  Peng Zheng, Dehong Gao, Deng-Ping Fan, et al.
  20.61
• Swiftnet: Real-time Video Object Segmentation (2021)
  Haochen Wang, Xiaolong Jiang, Haibing Ren, et al.
  20.57
• MOTS: Multi-object Tracking And Segmentation (2019)
  Paul Voigtlaender, Michael Krause, Aljosa Osep, et al.
  20.41
• 'squeeze & Excite' Guided Few-shot Segmentation Of Volumetric Images (2019)
  Abhijit Guha Roy, Shayan Siddiqui, Sebastian Pölsterl, et al.
  20.37
• Weakly Supervised Learning Of Instance Segmentation With Inter-pixel Relations (2019)
  Jiwoon Ahn, Sunghyun Cho, Suha Kwak
  20.27
• Reverse Attention For Salient Object Detection (2018)
  Shuhan Chen, Xiuli Tan, Ben Wang, et al.
  20.26
• Sipmask: Spatial Information Preservation For Fast Image And Video Instance Segmentation (2020)
  Jiale Cao, Rao Muhammad Anwer, Hisham Cholakkal, et al.
  20.22
• Youtube-vos: Sequence-to-sequence Video Object Segmentation (2018)
  Ning Xu, Linjie Yang, Yuchen Fan, et al.
  20.04
• Multi-branch And Multi-scale Attention Learning For Fine-grained Visual Categorization (2020)
  Fan Zhang, Meng Li, Guisheng Zhai, et al.
  20.02
• Revisiting Weak-to-strong Consistency In Semi-supervised Semantic Segmentation (2022)
  Lihe Yang, Lei Qi, Litong Feng, et al.
  20.00
• Image Segmentation Using Text And Image Prompts (2021)
  Timo Lüddecke, Alexander S. Ecker
  19.96
• Sg-one: Similarity Guidance Network For One-shot Semantic Segmentation (2018)
  Xiaolin Zhang, Yunchao Wei, Yi Yang, et al.
  19.74
• Open-vocabulary Semantic Segmentation With Mask-adapted CLIP (2022)
  Feng Liang, Bichen Wu, Xiaoliang Dai, et al.
  19.49
• Picie: Unsupervised Semantic Segmentation Using Invariance And Equivariance In Clustering (2021)
  Jang Hyun Cho, Utkarsh Mall, Kavita Bala, et al.
  19.39
• Real-time Scene Text Detection With Differentiable Binarization And Adaptive Scale Fusion (2022)
  Minghui Liao, Zhisheng Zou, Zhaoyi Wan, et al.
  19.30
• Stronger, Fewer, & Superior: Harnessing Vision Foundation Models For Domain Generalized Semantic Segmentation (2023)
  Zhixiang Wei, Lin Chen, Yi Jin, et al.
  19.28
• YOLACT++: Better Real-time Instance Segmentation (2019)
  Daniel Bolya, Chong Zhou, Fanyi Xiao, et al.
  19.23
• Point-set Anchors For Object Detection, Instance Segmentation And Pose Estimation (2020)
  Fangyun Wei, Xiao Sun, Hongyang Li, et al.
  19.22
• Scaling Local Self-attention For Parameter Efficient Visual Backbones (2021)
  Ashish Vaswani, Prajit Ramachandran, Aravind Srinivas, et al.
  19.20
• Action Segmentation With Joint Self-supervised Temporal Domain Adaptation (2020)
  Min-Hung Chen, Baopu Li, Yingze Bao, et al.
  18.98
• Rethinking Semantic Segmentation: A Prototype View (2022)
  Tianfei Zhou, Wenguan Wang, Ender Konukoglu, et al.
  18.97
• LAVT: Language-aware Vision Transformer For Referring Image Segmentation (2021)
  Zhao Yang, Jiaqi Wang, Yansong Tang, et al.
  18.95
• Mixed Transformer U-net For Medical Image Segmentation (2021)
  Hongyi Wang, Shiao Xie, Lanfen Lin, et al.
  18.70